| Number of Variables | 25 |
|---|---|
| Number of Rows | 418612 |
| Missing Cells | 0 |
| Missing Cells (%) | 0.0% |
| Duplicate Rows | 0 |
| Duplicate Rows (%) | 0.0% |
| Total Size in Memory | 247.9 MB |
| Average Row Size in Memory | 621.0 B |
| Variable Types |
|
| w and cyclist_points have similar distributions | Similar Distribution |
|---|---|
| points is skewed | Skewed |
| uci_points is skewed | Skewed |
| delta is skewed | Skewed |
| stage is skewed | Skewed |
| total_stages is skewed | Skewed |
| w is skewed | Skewed |
| cyclist_points is skewed | Skewed |
| month is skewed | Skewed |
| cyclist_id has a high cardinality: 4121 distinct values | High Cardinality |
| _url has a high cardinality: 2751 distinct values | High Cardinality |
|---|---|
| cyclist_team has a high cardinality: 90 distinct values | High Cardinality |
| uci_points has 177578 (42.42%) zeros | Zeros |
| delta has 86577 (20.68%) zeros | Zeros |
| w has 366376 (87.52%) zeros | Zeros |
| cyclist_points has 366376 (87.52%) zeros | Zeros |
categorical
| Approximate Distinct Count | 31 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 30180792 |
| Mean | 7.0973 |
|---|---|
| Standard Deviation | 2.4124 |
| Median | 6 |
| Minimum | 5 |
| Maximum | 14 |
| 1st row | France |
|---|---|
| 2nd row | France |
| 3rd row | France |
| 4th row | France |
| 5th row | France |
| Count | 2940572 |
|---|---|
| Lowercase Letter | 2491520 |
| Space Separator | 30440 |
| Uppercase Letter | 449052 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 4121 |
|---|---|
| Approximate Unique (%) | 1.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 33371753 |
| Mean | 14.72 |
|---|---|
| Standard Deviation | 3.2902 |
| Median | 14 |
| Minimum | 7 |
| Maximum | 36 |
| 1st row | gerard-rue |
|---|---|
| 2nd row | gerard-rue |
| 3rd row | gerard-rue |
| 4th row | gerard-rue |
| 5th row | gerard-rue |
| Count | 5667475 |
|---|---|
| Lowercase Letter | 5667475 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 491916 |
| Decimal Number | 2582 |
categorical
| Approximate Distinct Count | 2751 |
|---|---|
| Approximate Unique (%) | 0.7% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 38723863 |
| Mean | 27.5054 |
|---|---|
| Standard Deviation | 2.5321 |
| Median | 28 |
| Minimum | 21 |
| Maximum | 35 |
| 1st row | tour-de-france/199... |
|---|---|
| 2nd row | tour-de-france/199... |
| 3rd row | tour-de-france/199... |
| 4th row | tour-de-france/199... |
| 5th row | tour-de-france/199... |
| Count | 7333779 |
|---|---|
| Lowercase Letter | 7333779 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 1130811 |
| Decimal Number | 2212269 |
numerical
| Approximate Distinct Count | 32 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5023344 |
| Mean | 94.1215 |
| Minimum | 21 |
| Maximum | 430 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 21 |
|---|---|
| 5-th Percentile | 50 |
| Q1 | 58 |
| Median | 82 |
| Q3 | 100 |
| 95-th Percentile | 235 |
| Maximum | 430 |
| Range | 409 |
| IQR | 42 |
| Mean | 94.1215 |
|---|---|
| Standard Deviation | 55.8118 |
| Variance | 3114.9598 |
| Sum | 3.94e+07 |
| Skewness | 3.0629 |
| Kurtosis | 10.2086 |
| Coefficient of Variation | 0.593 |
numerical
| Approximate Distinct Count | 20 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5023344 |
| Mean | 44.2924 |
| Minimum | 0 |
| Maximum | 800 |
| Zeros | 177578 |
| Zeros (%) | 42.4% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 6 |
| Q3 | 60 |
| 95-th Percentile | 120 |
| Maximum | 800 |
| Range | 800 |
| IQR | 60 |
| Mean | 44.2924 |
|---|---|
| Standard Deviation | 86.1926 |
| Variance | 7429.1655 |
| Sum | 1.8541e+07 |
| Skewness | 4.0568 |
| Kurtosis | 20.8144 |
| Coefficient of Variation | 1.946 |
numerical
| Approximate Distinct Count | 937 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5023344 |
| Mean | 170739.4199 |
| Minimum | 3600 |
| Maximum | 305000 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 3600 |
|---|---|
| 5-th Percentile | 29600 |
| Q1 | 157400 |
| Median | 179500 |
| Q3 | 202000 |
| 95-th Percentile | 244000 |
| Maximum | 305000 |
| Range | 301400 |
| IQR | 44600 |
| Mean | 170739.4199 |
|---|---|
| Standard Deviation | 55866.9663 |
| Variance | 3.1211e+09 |
| Sum | 7.1474e+10 |
| Skewness | -1.283 |
| Kurtosis | 1.8336 |
| Coefficient of Variation | 0.3272 |
numerical
| Approximate Distinct Count | 403 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 1116.9391 |
| Minimum | 156 |
| Maximum | 2047 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 156 |
|---|---|
| 5-th Percentile | 676 |
| Q1 | 867 |
| Median | 997 |
| Q3 | 1309 |
| 95-th Percentile | 1812 |
| Maximum | 2047 |
| Range | 1891 |
| IQR | 442 |
| Mean | 1116.9391 |
|---|---|
| Standard Deviation | 361.785 |
| Variance | 130888.4045 |
| Sum | 4.6756e+08 |
| Skewness | 0.7613 |
| Kurtosis | -0.3061 |
| Coefficient of Variation | 0.3239 |
datetime
| Distinct Count | 98259.459 |
|---|---|
| Approximate Unique (%) | 23.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 6697792 |
| Minimum | 1991-05-06 01:00:22 |
| Maximum | 2023-07-29 05:52:14 |
numerical
| Approximate Distinct Count | 12879 |
|---|---|
| Approximate Unique (%) | 3.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 0.4966 |
| Minimum | 0 |
| Maximum | 1 |
| Zeros | 2750 |
| Zeros (%) | 0.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0.04706 |
| Q1 | 0.25 |
| Median | 0.5 |
| Q3 | 0.7475 |
| 95-th Percentile | 0.9483 |
| Maximum | 1 |
| Range | 1 |
| IQR | 0.4975 |
| Mean | 0.4966 |
|---|---|
| Standard Deviation | 0.2887 |
| Variance | 0.08333 |
| Sum | 207893.8546 |
| Skewness | 0.00037643 |
| Kurtosis | -1.2001 |
| Coefficient of Variation | 0.5813 |
numerical
| Approximate Distinct Count | 28 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5023344 |
| Mean | 28.7901 |
| Minimum | 19 |
| Maximum | 56 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 19 |
|---|---|
| 5-th Percentile | 23 |
| Q1 | 26 |
| Median | 28 |
| Q3 | 32 |
| 95-th Percentile | 36 |
| Maximum | 56 |
| Range | 37 |
| IQR | 6 |
| Mean | 28.7901 |
|---|---|
| Standard Deviation | 3.9522 |
| Variance | 15.6199 |
| Sum | 1.2052e+07 |
| Skewness | 0.398 |
| Kurtosis | -0.358 |
| Coefficient of Variation | 0.1373 |
categorical
| Approximate Distinct Count | 2 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 28916486 |
| Mean | 4.0771 |
|---|---|
| Standard Deviation | 0.2667 |
| Median | 4 |
| Minimum | 4 |
| Maximum | 5 |
| 1st row | True |
|---|---|
| 2nd row | True |
| 3rd row | True |
| 4th row | True |
| 5th row | True |
| Count | 1706706 |
|---|---|
| Lowercase Letter | 1288094 |
| Space Separator | 0 |
| Uppercase Letter | 418612 |
| Dash Punctuation | 0 |
| Decimal Number | 0 |
categorical
| Approximate Distinct Count | 90 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 33954724 |
| Mean | 16.1126 |
|---|---|
| Standard Deviation | 8.7232 |
| Median | 15 |
| Minimum | 5 |
| Maximum | 36 |
| 1st row | denmark-1991 |
|---|---|
| 2nd row | france-1978 |
| 3rd row | norway-1987 |
| 4th row | denmark-1991 |
| 5th row | france-1978 |
| Count | 4669488 |
|---|---|
| Lowercase Letter | 4669488 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 692264 |
| Decimal Number | 1355848 |
numerical
| Approximate Distinct Count | 2673 |
|---|---|
| Approximate Unique (%) | 0.6% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5023344 |
| Mean | 472.2875 |
| Minimum | 0 |
| Maximum | 46380 |
| Zeros | 86577 |
| Zeros (%) | 20.7% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 12 |
| Median | 205 |
| Q3 | 735 |
| 95-th Percentile | 1709 |
| Maximum | 46380 |
| Range | 46380 |
| IQR | 723 |
| Mean | 472.2875 |
|---|---|
| Standard Deviation | 943.8603 |
| Variance | 890872.2517 |
| Sum | 1.9771e+08 |
| Skewness | 28.4045 |
| Kurtosis | 1297.9893 |
| Coefficient of Variation | 1.9985 |
categorical
| Approximate Distinct Count | 27 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 33164834 |
| Mean | 14.2257 |
|---|---|
| Standard Deviation | 2.5374 |
| Median | 14 |
| Minimum | 8 |
| Maximum | 22 |
| 1st row | tour-de-france |
|---|---|
| 2nd row | tour-de-france |
| 3rd row | tour-de-france |
| 4th row | tour-de-france |
| 5th row | tour-de-france |
| Count | 5208441 |
|---|---|
| Lowercase Letter | 5208441 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 744457 |
| Decimal Number | 2156 |
numerical
| Approximate Distinct Count | 33 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 5023344 |
| Mean | 2010.8165 |
| Minimum | 1991 |
| Maximum | 2023 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1991 |
|---|---|
| 5-th Percentile | 1995 |
| Q1 | 2005 |
| Median | 2012 |
| Q3 | 2017 |
| 95-th Percentile | 2022 |
| Maximum | 2023 |
| Range | 32 |
| IQR | 12 |
| Mean | 2010.8165 |
|---|---|
| Standard Deviation | 8.2369 |
| Variance | 67.8463 |
| Sum | 8.4175e+08 |
| Skewness | -0.4838 |
| Kurtosis | -0.6489 |
| Coefficient of Variation | 0.004096 |
numerical
| Approximate Distinct Count | 97 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 0.5487 |
| Minimum | 0.04545 |
| Maximum | 1 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.04545 |
|---|---|
| 5-th Percentile | 0.09524 |
| Q1 | 0.2857 |
| Median | 0.55 |
| Q3 | 0.8333 |
| 95-th Percentile | 1 |
| Maximum | 1 |
| Range | 0.9545 |
| IQR | 0.5476 |
| Mean | 0.5487 |
|---|---|
| Standard Deviation | 0.3046 |
| Variance | 0.09279 |
| Sum | 229700.5731 |
| Skewness | 0.03038 |
| Kurtosis | -1.2745 |
| Coefficient of Variation | 0.5551 |
categorical
| Approximate Distinct Count | 5 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory Size | 31506237 |
| Mean | 10.2636 |
|---|---|
| Standard Deviation | 2.2851 |
| Median | 10 |
| Minimum | 5 |
| Maximum | 14 |
| 1st row | tour_de_france |
|---|---|
| 2nd row | tour_de_france |
| 3rd row | tour_de_france |
| 4th row | tour_de_france |
| 5th row | tour_de_france |
| Count | 3700597 |
|---|---|
| Lowercase Letter | 3700597 |
| Space Separator | 0 |
| Uppercase Letter | 0 |
| Dash Punctuation | 0 |
| Decimal Number | 109414 |
numerical
| Approximate Distinct Count | 14 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 15.3163 |
| Minimum | 1 |
| Maximum | 23 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 1 |
| Q1 | 7 |
| Median | 20 |
| Q3 | 21 |
| 95-th Percentile | 21 |
| Maximum | 23 |
| Range | 22 |
| IQR | 14 |
| Mean | 15.3163 |
|---|---|
| Standard Deviation | 7.1751 |
| Variance | 51.4818 |
| Sum | 6.4116e+06 |
| Skewness | -0.816 |
| Kurtosis | -1.0579 |
| Coefficient of Variation | 0.4685 |
numerical
| Approximate Distinct Count | 162 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 159.3352 |
| Minimum | 20 |
| Maximum | 206 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 20 |
|---|---|
| 5-th Percentile | 110 |
| Q1 | 145 |
| Median | 164 |
| Q3 | 177 |
| 95-th Percentile | 195 |
| Maximum | 206 |
| Range | 186 |
| IQR | 32 |
| Mean | 159.3352 |
|---|---|
| Standard Deviation | 26.3405 |
| Variance | 693.8244 |
| Sum | 6.67e+07 |
| Skewness | -1.1746 |
| Kurtosis | 2.4094 |
| Coefficient of Variation | 0.1653 |
numerical
| Approximate Distinct Count | 16 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 1.3531 |
| Minimum | 0 |
| Maximum | 50 |
| Zeros | 366376 |
| Zeros (%) | 87.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 10 |
| Maximum | 50 |
| Range | 50 |
| IQR | 0 |
| Mean | 1.3531 |
|---|---|
| Standard Deviation | 5.5689 |
| Variance | 31.0125 |
| Sum | 566414 |
| Skewness | 5.9704 |
| Kurtosis | 41.8421 |
| Coefficient of Variation | 4.1157 |
numerical
| Approximate Distinct Count | 432 |
|---|---|
| Approximate Unique (%) | 0.1% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 0.6513 |
| Minimum | 0 |
| Maximum | 104.3689 |
| Zeros | 366376 |
| Zeros (%) | 87.5% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0 |
|---|---|
| 5-th Percentile | 0 |
| Q1 | 0 |
| Median | 0 |
| Q3 | 0 |
| 95-th Percentile | 3.9417 |
| Maximum | 104.3689 |
| Range | 104.3689 |
| IQR | 0 |
| Mean | 0.6513 |
|---|---|
| Standard Deviation | 3.2313 |
| Variance | 10.4412 |
| Sum | 272650.4472 |
| Skewness | 10.9571 |
| Kurtosis | 188.2607 |
| Coefficient of Variation | 4.9611 |
numerical
| Approximate Distinct Count | 10 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 6.1263 |
| Minimum | 2 |
| Maximum | 11 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 2 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 5 |
| Median | 6 |
| Q3 | 8 |
| 95-th Percentile | 9 |
| Maximum | 11 |
| Range | 9 |
| IQR | 3 |
| Mean | 6.1263 |
|---|---|
| Standard Deviation | 2.0859 |
| Variance | 4.3509 |
| Sum | 2.5646e+06 |
| Skewness | -0.04825 |
| Kurtosis | -1.0067 |
| Coefficient of Variation | 0.3405 |
numerical
| Approximate Distinct Count | 31 |
|---|---|
| Approximate Unique (%) | 0.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 15.3322 |
| Minimum | 1 |
| Maximum | 31 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 1 |
|---|---|
| 5-th Percentile | 3 |
| Q1 | 9 |
| Median | 14 |
| Q3 | 22 |
| 95-th Percentile | 29 |
| Maximum | 31 |
| Range | 30 |
| IQR | 13 |
| Mean | 15.3322 |
|---|---|
| Standard Deviation | 7.9697 |
| Variance | 63.5157 |
| Sum | 6.4182e+06 |
| Skewness | 0.1623 |
| Kurtosis | -1.0202 |
| Coefficient of Variation | 0.5198 |
numerical
| Approximate Distinct Count | 679 |
|---|---|
| Approximate Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 219.1744 |
| Minimum | 168.6886 |
| Maximum | 276.9502 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 168.6886 |
|---|---|
| 5-th Percentile | 196.1235 |
| Q1 | 209.6554 |
| Median | 218.4266 |
| Q3 | 228.1307 |
| 95-th Percentile | 245.0531 |
| Maximum | 276.9502 |
| Range | 108.2616 |
| IQR | 18.4753 |
| Mean | 219.1744 |
|---|---|
| Standard Deviation | 14.6456 |
| Variance | 214.4928 |
| Sum | 9.1749e+07 |
| Skewness | 0.1554 |
| Kurtosis | 0.1178 |
| Coefficient of Variation | 0.06682 |
numerical
| Approximate Distinct Count | 2129 |
|---|---|
| Approximate Unique (%) | 0.5% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Memory Size | 6697792 |
| Mean | 1.1576 |
| Minimum | 0.2005 |
| Maximum | 2.8523 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Negatives | 0 |
| Negatives (%) | 0.0% |
| Minimum | 0.2005 |
|---|---|
| 5-th Percentile | 0.2956 |
| Q1 | 0.668 |
| Median | 1.0483 |
| Q3 | 1.6329 |
| 95-th Percentile | 2.1987 |
| Maximum | 2.8523 |
| Range | 2.6518 |
| IQR | 0.9649 |
| Mean | 1.1576 |
|---|---|
| Standard Deviation | 0.5995 |
| Variance | 0.3594 |
| Sum | 484572.9328 |
| Skewness | 0.3661 |
| Kurtosis | -0.8305 |
| Coefficient of Variation | 0.5179 |